We want to map which stations have a marked thermocline, and which don’t. We want to choose a few stations from each and build a test like so
library(tidyverse)Registered S3 methods overwritten by 'dbplyr':
method from
print.tbl_lazy
print.tbl_sql
── Attaching packages ──────────────────────────────────────────────────────────────────────── tidyverse 1.3.1 ──
✓ ggplot2 3.3.5 ✓ purrr 0.3.4
✓ tibble 3.1.3 ✓ dplyr 1.0.7
✓ tidyr 1.1.3 ✓ stringr 1.4.0
✓ readr 2.0.1 ✓ forcats 0.5.1
── Conflicts ─────────────────────────────────────────────────────────────────────────── tidyverse_conflicts() ──
x dplyr::filter() masks stats::filter()
x dplyr::lag() masks stats::lag()library(rLakeAnalyzer)
library(castr)
Attaching package: ‘castr’
The following objects are masked from ‘package:stats’:
integrate, smoothlibrary(here)here() starts at /Users/ramon.gallegosimon/Projects/eDNA-Hakelibrary(kableExtra)
Attaching package: ‘kableExtra’
The following object is masked from ‘package:dplyr’:
group_rowsImport all the CTD casts we need
all.CTDS.to.keep <- read_csv("cleaned_CTD_stations.csv")Rows: 183 Columns: 7
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
chr (2): Button, Station
dbl (3): lat, lon, CTD_Cast
date (1): Date
time (1): Time
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.files.inCTD <- list.files(path = "../Data/1_converted/", pattern = "*.csv")
# Are they all present
files.inCTD <- tibble (file.name = list.files(path = "../Data/1_converted/", pattern = "*.csv"),
path = list.files(path = "../Data/1_converted/", pattern = "*.csv", full.names = T))
safe_read <- possibly(read_csv, otherwise = NA)
all.CTDS.to.keep %>%
mutate(CTD_Cast = case_when(CTD_Cast < 100 ~ paste0 ("0", CTD_Cast),
TRUE ~ as.character(CTD_Cast))) %>%
group_by(CTD_Cast) %>%
nest() %>%
mutate(CTD_Data = map (CTD_Cast, ~ safe_read(file = glue::glue("../Data/1_converted/", .x, ".csv")))) -> all.CTDS.to.keepRows: 11864 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 8364 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 41672 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 35101 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 17995 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 6146 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 8496 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 25020 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
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Rows: 37284 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 37568 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 36011 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
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Rows: 35270 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
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Rows: 17622 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 6077 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
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Rows: 6352 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
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Rows: 18060 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 33504 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 37609 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
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Rows: 34593 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
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Rows: 35370 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 35884 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 14946 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
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Rows: 5114 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
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Rows: 32801 Columns: 21
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Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 36402 Columns: 21
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Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
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Rows: 33063 Columns: 21
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Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 15281 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 9311 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 6218 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 22033 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 33377 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 36885 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 34686 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
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Rows: 40374 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
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Rows: 32726 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
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Rows: 33885 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 38573 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 36277 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 15639 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 8011 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 5589 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
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Rows: 34296 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
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ℹ Use `spec()` to retrieve the full column specification for this data.
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Rows: 38158 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
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Rows: 37620 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
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Rows: 5814 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
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Rows: 16311 Columns: 21
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dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
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Rows: 30159 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 36523 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 34243 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 35129 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 31380 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 30823 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 37381 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 6872 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 32529 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 39586 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 35201 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 35166 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 14640 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 34622 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 31421 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 35643 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 20412 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 12932 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 6042 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 16343 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 37293 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 41073 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 34064 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 36533 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 37329 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 24282 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 14542 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 6535 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 16307 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 21941 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 31400 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 36405 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 37295 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 35480 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 35881 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 42713 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 32665 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 32826 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 39724 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 38207 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 20338 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 14317 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 6265 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 6530 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 17967 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 39362 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 32345 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 15661 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 12343 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 9499 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 13518 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 27348 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 40395 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 39726 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 36827 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 38220 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 34246 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 38743 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 24588 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 16720 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 5415 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 5741 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 25007 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 37559 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 36369 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 39284 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 39853 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 37489 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 5823 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 14793 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 23691 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 38876 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 37874 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 38167 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 36225 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 43145 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 37444 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 35146 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 16365 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 5425 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 35275 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 34966 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 18760 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 17056 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 7351 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 6365 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 15562 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 39820 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 37148 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 36964 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 36456 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 33768 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 35265 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 32369 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 32730 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 26466 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 16608 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 5339 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 3710 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 18402 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 43001 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 38477 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 36957 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 32720 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 32251 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 33971 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 31658 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 34380 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 15825 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 6509 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 6457 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 19459 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 39661 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 43332 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 35344 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 5668 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 13164 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 21567 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 39154 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 39851 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 39785 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 36387 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 36518 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 41847 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 27315 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 17097 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 16110 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 39805 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 36461 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 37942 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 31795 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 15309 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 25109 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 21037 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
Rows: 14162 Columns: 21
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (18): Scan #, Depth (m), Pressure (decibar), Temperature (degC), Salinity (psu), Temperature (degC) (Sec...
lgl (1): Turbidity (NTU)
date (1): Date (YYYY-MM-DD)
time (1): Time (HH:mm:ss)
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.list.of.stations.to.keep <- read_csv("cleaned_CTD_stations.csv")
Rows: 183 Columns: 7
── Column specification ─────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
chr (2): Button, Station
dbl (3): lat, lon, CTD_Cast
date (1): Date
time (1): Time
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.```r
thermocline2 %>%
mutate(Temp_above = map2_dbl(CTD_Data, Thermocline,~ .x %>%
filter(`Depth (m)` < .y) %>%
summarise(mean(`Temperature (degC)`, na.rm = T)) %>%
pull),
Temp_below = map2_dbl(CTD_Data, Thermocline,~ .x %>%
filter(`Depth (m)` > .y, `Depth (m)` < .y + 20) %>%
summarise(mean(`Temperature (degC)`, na.rm = T)) %>%
pull),
SST = map_dbl(CTD_Data , ~.x %>%
filter (`Depth (m)` < 10) %>%
summarise(mean (`Temperature (degC)`, na.rm = T)) %>%
pull)) %>%
mutate (Temp_diff = map2_dbl (Temp_above, Temp_below, ~.x - .y)) %>%
dplyr::select(CTD_Cast, Thermocline, Temp_diff, SST) %>%
left_join(list.of.stations.to.keep) -> data.with.lat
write_rds(data.with.lat, here(\Data\, \thermocline.data.for.plotting\))
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